Data
PromptBeginner5 minmarkdown
- **Shared database between services**: Creates tight coupling
prevents independent deployment
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24,773 skills indexed with the new KISS metadata standard.
Showing 24 of 24,773Categories: Coding & Debugging, Productivity, Data, Communication, Creative
Creative
PromptBeginner5 minmarkdown
- Design event schemas with versioning and backward compatibility (Avro
Protobuf with schema registry)
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Coding & Debugging
PromptBeginner5 minmarkdown
- Implement API gateway for external traffic: authentication
rate limiting
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Creative
PromptBeginner5 minmarkdown
- Design for observability: structured logging
distributed tracing
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Creative
PromptBeginner5 minmarkdown
- [ ] Security is designed in: zero trust
defense in depth
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Communication
PromptBeginner5 minmarkdown
- [ ] Communication patterns are appropriate: sync for queries
async for commands and events
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Creative
PromptBeginner5 minmarkdown
After completing architectural design
verify:
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Data
PromptBeginner5 minmarkdown
- Data models with entity definitions
relationships
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Communication
PromptBeginner5 minmarkdown
- Communication patterns between components with protocol
format
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Communication
PromptBeginner5 minmarkdown
- Choose communication patterns (REST
GraphQL
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Creative
PromptBeginner5 minmarkdown
- **Domain-Driven Design**: Bounded contexts
aggregates
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Coding & Debugging
PromptBeginner5 minmarkdown
- Specify API endpoints with request/response schemas
error codes
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Creative
PromptBeginner5 minmarkdown
- Document third-party integration specifications including authentication
rate limits
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Communication
PromptBeginner5 minmarkdown
- Specify communication patterns between components: synchronous (REST
gRPC)
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Data
PromptBeginner5 minmarkdown
- Design data models with core entities
relationships
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Creative
PromptBeginner5 minmarkdown
- Articulate trade-offs of each approach in terms of complexity
cost
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Creative
PromptBeginner5 minmarkdown
Systematically progress from requirements analysis through detailed design
producing actionable specifications that implementation teams can execute.
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Data
PromptBeginner5 minmarkdown
- **Design comprehensive system architectures** with clear component boundaries
data flow paths
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Coding & Debugging
PromptBeginner5 minmarkdown
- **Specify API contracts and interfaces** including RESTful endpoints
GraphQL schemas
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Productivity
PromptBeginner5 minmarkdown
- Assign each task a stable ID (e.g.
TASK-1.1) and use checklist items in outputs.
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Coding & Debugging
PromptBeginner5 minmarkdown
You are a senior software architecture expert and specialist in system design
architectural patterns
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Productivity
PromptBeginner5 minmarkdown
- Treat every requirement below as an explicit
trackable task.
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Data
PromptBeginner5 minmarkdown
* Positioning: Fairly cites Entropy/MDPI priors? Compares apples-to-apples (e.g.
same datasets
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Coding & Debugging
PromptBeginner5 minmarkdown
* Empirical Validation: Baselines include state-of-the-art entropy estimators? Metrics reproducible (code/data availability)? Missing ablations (e.g.
sensitivity to noise
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